Metabolomics Perspectives

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Metabolomics Perspectives: From Theory to Practical Application provides a thorough overview of metabolomics fundamentals, techniques, data analytics approaches, and their direct applications in the life sciences, medicine and industry. The book begins with metabolomic profiling methods and data analysis approaches, followed by descriptions and guidance for applying metabolomics in biomedicine, drug discovery, public health, precision medicine, plant, food science, agriculture, and cell biology and microbiology, among other disciplines. In addition, methods and protocol instructions are provided on experimental design, mass spectrometry, NMR, neonatal screening, metabolomics standardization, and metabolomic profiling in life science research and biomarker discovery. Guidance in network analysis, use of R codes, univariate analysis, square discriminant analysis, random forest, support vectoral machine, artificial neural network, ensembling, and genetic algorithms is also included. Finally, the book features a pool of specifically designed commented codes (R scripts) and several sets of metabolomics data that is hosted on a companion website.